Run
8778020

Run 8778020

Task 145853 (Supervised Classification) madelon Uploaded 05-01-2018 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1169
mlr.classif.ranger(16)_mtry351
mlr.classif.ranger(16)_min.node.size3
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.10078649178613
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.7309
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6524
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3092
Cross-validation details (10-fold Crossvalidation)
KB relative information score
302.541
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4535
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
2600
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6587
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6546
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.6546
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.907
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4651
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9302
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1368.7921
UserCPU time millis
250.565
UserCPU time millis testing
1.303
UserCPU time millis training
249.262